Predicting accurate probabilities with a ranking loss
Aditya Krishna MenonXiaoqian JiangShankar VembuCharles ElkanLucila Ohno-MachadoPublished in: CoRR (2012)
Keyphrases
- expected loss
- accurate classification
- ranking algorithm
- probability distribution
- web search
- high quality
- high accuracy
- link analysis
- neural network
- computationally efficient
- website
- ranking functions
- learning to rank
- hidden markov models
- pairwise
- bayesian networks
- real time
- conditional probabilities
- artificial intelligence
- transition probabilities
- probability estimates
- class membership
- databases